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Prospects Analytics A visual scan of your prospect data in 10 minutes or less... Component Based Solutions
Why Prospect Analytics ,[object Object]
We will use a sample (obfuscated) database.
In practice you will have more columns (you can start with 15-20 prospects) and more columns (you can collect much more data – see references). Simple spreadsheet to Collect prospect data Decision-support Graphics R (analytic  application)
Which data? a simple spreadsheet will do the job How much  inputs   affect  outputs ? What's main  prospect product? Where is it located?  Who's his rep? How much  does it sell? How large is it? Which competitors we faced? Did we sell? How much?
Which graphic? Base your choice on input and output feature Case Input Feature Output Feature Example Graphic Representation DD Discrete Discrete Industry  ->  Success Stacked Bar Chart CD Continuous Discrete Turnover  ->  Success Box plot DC Discrete Continuous Industry  ->  Sold Box plot CC Continuous Continuous Turnover  ->  Success Scatter Diagram
Does industry impact on success? Employ stacked bar chart. Bars  have equal Height meaning  100% Output feature Input feature Prospects in IT Industry: Great! Prospects in Chemical Industry: terrible! Possible strategies: ,[object Object],[object Object],Case for chemical industry? DD case
Does district impact on success? East has better  performance than  West. Possible strategies: ,[object Object]
Train West sales reps?
Does turnover impact on success? Employ box plots The box indicate most common Cases (50%) Extreme cases Less common  cases are shown  by the line The median: is What we shall  compare Prospect turnover  does not make great difference on  success but smaller  clients are better CD case
Do employees impact on success? Employee count makes minimal difference
What's the impact of competitor 1? The presence of competitor 1  reduces success chance
What's the impact of competitor 2? The presence of competitor 2 is devastating:  we never win!
Is turnover related to employees? Yes, but depending on industry too.
Where is competitor 1 present? Competitor 1 is hungry of large prospects
Where is competitor 2 present? Competitor 2 is hungry of large prospects
Is turnover related to amt. sold? Scatterplot Input Output Little relationship between amount sold and turnover CC case

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Prospect Analytics

  • 1. Prospects Analytics A visual scan of your prospect data in 10 minutes or less... Component Based Solutions
  • 2.
  • 3. We will use a sample (obfuscated) database.
  • 4. In practice you will have more columns (you can start with 15-20 prospects) and more columns (you can collect much more data – see references). Simple spreadsheet to Collect prospect data Decision-support Graphics R (analytic application)
  • 5. Which data? a simple spreadsheet will do the job How much inputs affect outputs ? What's main prospect product? Where is it located? Who's his rep? How much does it sell? How large is it? Which competitors we faced? Did we sell? How much?
  • 6. Which graphic? Base your choice on input and output feature Case Input Feature Output Feature Example Graphic Representation DD Discrete Discrete Industry -> Success Stacked Bar Chart CD Continuous Discrete Turnover -> Success Box plot DC Discrete Continuous Industry -> Sold Box plot CC Continuous Continuous Turnover -> Success Scatter Diagram
  • 7.
  • 8.
  • 10. Does turnover impact on success? Employ box plots The box indicate most common Cases (50%) Extreme cases Less common cases are shown by the line The median: is What we shall compare Prospect turnover does not make great difference on success but smaller clients are better CD case
  • 11. Do employees impact on success? Employee count makes minimal difference
  • 12. What's the impact of competitor 1? The presence of competitor 1 reduces success chance
  • 13. What's the impact of competitor 2? The presence of competitor 2 is devastating: we never win!
  • 14. Is turnover related to employees? Yes, but depending on industry too.
  • 15. Where is competitor 1 present? Competitor 1 is hungry of large prospects
  • 16. Where is competitor 2 present? Competitor 2 is hungry of large prospects
  • 17. Is turnover related to amt. sold? Scatterplot Input Output Little relationship between amount sold and turnover CC case
  • 18. Is turnover related to amt. sold? But great linear association between amount sold and employee count
  • 19. What's average sale per prospect? This information is the key to plan campaigns and sales force
  • 20.
  • 21. The R project
  • 22. Subscribe On Target newsletter (about practical and immediate BI). Click here ! Copyright © 2010 Component Based Solutions